Table Data - All Employees: Education and Health Services: Private Education and Health Services in Duluth, MN-WI (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | DULU227EDUH |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-07-01 |
| Last Updated | 2026-08-21 7:44 PM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 13.9675567016247 |
| 1990-02-01 | 13.9868148426920 |
| 1990-03-01 | 14.0808519993116 |
| 1990-04-01 | 14.0768101253302 |
| 1990-05-01 | 14.1414441025095 |
| 1990-06-01 | 14.2805223577891 |
| 1990-07-01 | 14.4982388816180 |
| 1990-08-01 | 14.6120903815454 |
| 1990-09-01 | 14.6701149289896 |
| 1990-10-01 | 14.7178718349104 |
| 1990-11-01 | 14.8014464887864 |
| 1990-12-01 | 14.8615870415015 |
| 1991-01-01 | 15.1622834344235 |
| 1991-02-01 | 15.1825877895460 |
| 1991-03-01 | 15.2767189132099 |
| 1991-04-01 | 15.1704860786008 |
| 1991-05-01 | 15.2399200284223 |
| 1991-06-01 | 15.1893039934510 |
| 1991-07-01 | 15.2063945055563 |
| 1991-08-01 | 15.4412721990392 |
| 1991-09-01 | 15.3708748169324 |
| 1991-10-01 | 15.4069344233496 |
| 1991-11-01 | 15.5772753674118 |
| 1991-12-01 | 15.6444648100657 |
| 1992-01-01 | 15.5813172421222 |
| 1992-02-01 | 15.6902211580550 |
| 1992-03-01 | 15.5878660194856 |
| 1992-04-01 | 15.7576989139711 |
| 1992-05-01 | 15.9390487850106 |
| 1992-06-01 | 15.8904656147696 |
| 1992-07-01 | 15.8113338564209 |
| 1992-08-01 | 15.8621154646802 |
| 1992-09-01 | 15.8694863148958 |
| 1992-10-01 | 15.9942788488092 |
| 1992-11-01 | 15.8446145879113 |
| 1992-12-01 | 15.9337610081113 |
| 1993-01-01 | 15.9116124216243 |
| 1993-02-01 | 15.8091843952597 |
| 1993-03-01 | 16.0103838965927 |
| 1993-04-01 | 16.2431215588818 |
| 1993-05-01 | 16.2348259749825 |
| 1993-06-01 | 16.2776584220115 |
| 1993-07-01 | 16.4178269092410 |
| 1993-08-01 | 16.2819584169276 |
| 1993-09-01 | 16.4623151222965 |
| 1993-10-01 | 16.3762772622311 |
| 1993-11-01 | 16.4140891020086 |
| 1993-12-01 | 16.3198192719353 |
| 1994-01-01 | 16.5474614948019 |
| 1994-02-01 | 16.5318936214644 |
| 1994-03-01 | 16.5319157024073 |
| 1994-04-01 | 16.4277640221004 |
| 1994-05-01 | 16.4363359764208 |
| 1994-06-01 | 16.5609786225869 |
| 1994-07-01 | 16.5121332514416 |
| 1994-08-01 | 16.4857926250272 |
| 1994-09-01 | 16.5372189399907 |
| 1994-10-01 | 16.7750567165676 |
| 1994-11-01 | 16.8903246196458 |
| 1994-12-01 | 17.0197541760780 |
| 1995-01-01 | 16.8693666518396 |
| 1995-02-01 | 17.0489005290752 |
| 1995-03-01 | 17.1487492026714 |
| 1995-04-01 | 17.2240278840569 |
| 1995-05-01 | 17.2304284972208 |
| 1995-06-01 | 17.2380135533340 |
| 1995-07-01 | 17.5341130106463 |
| 1995-08-01 | 17.7051501322260 |
| 1995-09-01 | 17.6227322462624 |
| 1995-10-01 | 17.6711499113279 |
| 1995-11-01 | 17.8748211439195 |
| 1995-12-01 | 17.8116385910618 |
| 1996-01-01 | 17.3823412727309 |
| 1996-02-01 | 17.3596233766745 |
| 1996-03-01 | 17.3572837348724 |
| 1996-04-01 | 17.7272302442855 |
| 1996-05-01 | 17.7319594366826 |
| 1996-06-01 | 17.6207261112712 |
| 1996-07-01 | 17.6363052739836 |
| 1996-08-01 | 17.6804185168828 |
| 1996-09-01 | 17.8115172248320 |
| 1996-10-01 | 17.7803856980905 |
| 1996-11-01 | 17.6858421202737 |
| 1996-12-01 | 17.8189381333535 |
| 1997-01-01 | 17.7841707567536 |
| 1997-02-01 | 17.8703446922503 |
| 1997-03-01 | 18.1656342661456 |
| 1997-04-01 | 17.9346813205222 |
| 1997-05-01 | 17.9234418797997 |
| 1997-06-01 | 18.3079394228293 |
| 1997-07-01 | 18.1453260922838 |
| 1997-08-01 | 18.2739008728279 |
| 1997-09-01 | 18.4115130916019 |
| 1997-10-01 | 18.2691242370520 |
| 1997-11-01 | 18.3959572095624 |
| 1997-12-01 | 18.3133250688913 |
| 1998-01-01 | 18.5849806206781 |
| 1998-02-01 | 18.6858262154272 |
| 1998-03-01 | 18.6703281044928 |
| 1998-04-01 | 19.3322819116202 |
| 1998-05-01 | 19.5211369289638 |
| 1998-06-01 | 19.5125250574741 |
| 1998-07-01 | 19.2407326329257 |
| 1998-08-01 | 19.3734270467384 |
| 1998-09-01 | 19.3096769810681 |
| 1998-10-01 | 19.4563829428111 |
| 1998-11-01 | 19.5090247852437 |
| 1998-12-01 | 19.6152856399105 |
| 1999-01-01 | 19.5734868267266 |
| 1999-02-01 | 19.5948414837406 |
| 1999-03-01 | 19.5715365247083 |
| 1999-04-01 | 19.6320458166215 |
| 1999-05-01 | 19.6182814893710 |
| 1999-06-01 | 19.7027762099358 |
| 1999-07-01 | 19.9289425024695 |
| 1999-08-01 | 19.9705773403696 |
| 1999-09-01 | 19.9298725565958 |
| 1999-10-01 | 20.3355528384915 |
| 1999-11-01 | 20.4205119484255 |
| 1999-12-01 | 20.6180368349423 |
| 2000-01-01 | 20.5759322343840 |
| 2000-02-01 | 20.5924465707066 |
| 2000-03-01 | 20.7656609824644 |
| 2000-04-01 | 20.7215109280423 |
| 2000-05-01 | 20.7220948657572 |
| 2000-06-01 | 20.7112219528420 |
| 2000-07-01 | 20.8151602091679 |
| 2000-08-01 | 20.7691007042564 |
| 2000-09-01 | 20.7413714777661 |
| 2000-10-01 | 20.7232890486210 |
| 2000-11-01 | 20.7438545259877 |
| 2000-12-01 | 20.6473091091859 |
| 2001-01-01 | 20.7850934838707 |
| 2001-02-01 | 20.7870083140945 |
| 2001-03-01 | 20.7572985269871 |
| 2001-04-01 | 21.2003412614800 |
| 2001-05-01 | 21.4137356994681 |
| 2001-06-01 | 21.4055442344442 |
| 2001-07-01 | 21.8219850033156 |
| 2001-08-01 | 21.9856146044549 |
| 2001-09-01 | 22.0456778143963 |
| 2001-10-01 | 22.1066481281533 |
| 2001-11-01 | 22.1561981298501 |
| 2001-12-01 | 22.3574592304114 |
| 2002-01-01 | 22.6108518550554 |
| 2002-02-01 | 22.5686091441203 |
| 2002-03-01 | 22.5380859838481 |
| 2002-04-01 | 22.6764535057935 |
| 2002-05-01 | 22.7059533762604 |
| 2002-06-01 | 22.8975798644898 |
| 2002-07-01 | 22.6329164559452 |
| 2002-08-01 | 22.8912254020017 |
| 2002-09-01 | 22.9241284563462 |
| 2002-10-01 | 23.2150030017749 |
| 2002-11-01 | 23.3869383953791 |
| 2002-12-01 | 23.3704586091896 |
| 2003-01-01 | 23.4361068179228 |
| 2003-02-01 | 23.6441689740724 |
| 2003-03-01 | 23.6270382335847 |
| 2003-04-01 | 23.5570002628494 |
| 2003-05-01 | 23.5982829756358 |
| 2003-06-01 | 23.6757072833769 |
| 2003-07-01 | 23.6571789281554 |
| 2003-08-01 | 23.6846011466206 |
| 2003-09-01 | 23.9092470311292 |
| 2003-10-01 | 23.9345803607441 |
| 2003-11-01 | 23.9072551435467 |
| 2003-12-01 | 23.8680713098843 |
| 2004-01-01 | 24.1706008759922 |
| 2004-02-01 | 24.2202069036714 |
| 2004-03-01 | 24.4231279831631 |
| 2004-04-01 | 24.6506625804748 |
| 2004-05-01 | 24.6050038849387 |
| 2004-06-01 | 24.7780383677921 |
| 2004-07-01 | 24.5689211160849 |
| 2004-08-01 | 24.5606408333797 |
| 2004-09-01 | 24.4797390252757 |
| 2004-10-01 | 24.7467972982534 |
| 2004-11-01 | 24.8177743358438 |
| 2004-12-01 | 24.9475270053572 |
| 2005-01-01 | 24.9033576495997 |
| 2005-02-01 | 25.1223515256870 |
| 2005-03-01 | 25.2336060435789 |
| 2005-04-01 | 25.2517991619024 |
| 2005-05-01 | 25.4084265936949 |
| 2005-06-01 | 25.4906196787160 |
| 2005-07-01 | 25.5759036341792 |
| 2005-08-01 | 25.6162751804302 |
| 2005-09-01 | 25.7613733519531 |
| 2005-10-01 | 25.6550878650988 |
| 2005-11-01 | 25.8015952667771 |
| 2005-12-01 | 26.1251026583342 |
| 2006-01-01 | 26.2429243918961 |
| 2006-02-01 | 26.3389514431811 |
| 2006-03-01 | 26.4496445964067 |
| 2006-04-01 | 26.6620681485512 |
| 2006-05-01 | 26.5967907691200 |
| 2006-06-01 | 26.9269202485550 |
| 2006-07-01 | 27.1792207440608 |
| 2006-08-01 | 27.3656500183524 |
| 2006-09-01 | 27.3455165371191 |
| 2006-10-01 | 27.3544649313348 |
| 2006-11-01 | 27.4892012108009 |
| 2006-12-01 | 27.5120889781765 |
| 2007-01-01 | 27.5636584350053 |
| 2007-02-01 | 27.6593625734983 |
| 2007-03-01 | 27.6730389067983 |
| 2007-04-01 | 27.4584364285743 |
| 2007-05-01 | 27.5824237194650 |
| 2007-06-01 | 27.8547437774376 |
| 2007-07-01 | 28.2798508945011 |
| 2007-08-01 | 28.2137139095885 |
| 2007-09-01 | 28.3599161264346 |
| 2007-10-01 | 28.5492244665426 |
| 2007-11-01 | 28.5737896189943 |
| 2007-12-01 | 28.5218986968436 |
| 2008-01-01 | 28.4756982954536 |
| 2008-02-01 | 28.4569500321642 |
| 2008-03-01 | 28.4815259447797 |
| 2008-04-01 | 28.5467532042380 |
| 2008-05-01 | 28.7601102175083 |
| 2008-06-01 | 28.6847052389976 |
| 2008-07-01 | 28.5840876669266 |
| 2008-08-01 | 28.7012875038530 |
| 2008-09-01 | 28.5690817095854 |
| 2008-10-01 | 28.5331413526209 |
| 2008-11-01 | 28.6793556054629 |
| 2008-12-01 | 28.6517689210103 |
| 2009-01-01 | 28.5742930571746 |
| 2009-02-01 | 28.5459229203800 |
| 2009-03-01 | 28.6804284211436 |
| 2009-04-01 | 28.6121733537738 |
| 2009-05-01 | 28.8358274310401 |
| 2009-06-01 | 28.7987571430617 |
| 2009-07-01 | 29.2073429021627 |
| 2009-08-01 | 29.3333021775815 |
| 2009-09-01 | 29.0894964139573 |
| 2009-10-01 | 29.2180007952099 |
| 2009-11-01 | 29.2797357218354 |
| 2009-12-01 | 29.4762301436557 |
| 2010-01-01 | 29.7752255718094 |
| 2010-02-01 | 29.9015080837462 |
| 2010-03-01 | 30.0529325664393 |
| 2010-04-01 | 30.2542872973940 |
| 2010-05-01 | 30.0938907983394 |
| 2010-06-01 | 30.4571377403705 |
| 2010-07-01 | 30.3634602004996 |
| 2010-08-01 | 30.4268576431047 |
| 2010-09-01 | 30.2875286292999 |
| 2010-10-01 | 30.3934579435272 |
| 2010-11-01 | 30.3692697655371 |
| 2010-12-01 | 30.3975703846127 |
| 2011-01-01 | 30.4709757834757 |
| 2011-02-01 | 30.4299019737488 |
| 2011-03-01 | 30.2980853166933 |
| 2011-04-01 | 30.2876752124050 |
| 2011-05-01 | 30.3810489166704 |
| 2011-06-01 | 30.6215112189374 |
| 2011-07-01 | 30.3334148741031 |
| 2011-08-01 | 30.3480385942930 |
| 2011-09-01 | 30.3790495531219 |
| 2011-10-01 | 30.2743637310769 |
| 2011-11-01 | 30.1406224773648 |
| 2011-12-01 | 30.2168101387151 |
| 2012-01-01 | 29.9550403977726 |
| 2012-02-01 | 29.8319815413896 |
| 2012-03-01 | 29.8220848749988 |
| 2012-04-01 | 29.9339809307431 |
| 2012-05-01 | 29.9913794914954 |
| 2012-06-01 | 30.2221737163333 |
| 2012-07-01 | 30.3309972682921 |
| 2012-08-01 | 30.2881253726271 |
| 2012-09-01 | 30.1462356361426 |
| 2012-10-01 | 30.2346652076470 |
| 2012-11-01 | 30.2889328756318 |
| 2012-12-01 | 30.3248767764820 |
| 2013-01-01 | 30.8558406356386 |
| 2013-02-01 | 30.6152613830710 |
| 2013-03-01 | 30.7257576756478 |
| 2013-04-01 | 31.3588210589666 |
| 2013-05-01 | 31.2046859954862 |
| 2013-06-01 | 31.0531823800841 |
| 2013-07-01 | 31.1529714563110 |
| 2013-08-01 | 31.2471405129948 |
| 2013-09-01 | 31.7206715160965 |
| 2013-10-01 | 31.5842817739581 |
| 2013-11-01 | 31.7168203429925 |
| 2013-12-01 | 31.5146347482073 |
| 2014-01-01 | 31.4453852002532 |
| 2014-02-01 | 31.4969844101318 |
| 2014-03-01 | 31.5360906262685 |
| 2014-04-01 | 31.3047305155236 |
| 2014-05-01 | 31.2219116031656 |
| 2014-06-01 | 31.1815301480354 |
| 2014-07-01 | 30.9431676137140 |
| 2014-08-01 | 30.9649006155508 |
| 2014-09-01 | 31.1930277228982 |
| 2014-10-01 | 31.2473820157148 |
| 2014-11-01 | 31.9666170135042 |
| 2014-12-01 | 31.8078071021912 |
| 2015-01-01 | 31.4338550424966 |
| 2015-02-01 | 31.5132946040235 |
| 2015-03-01 | 31.4808255208786 |
| 2015-04-01 | 31.3406009602262 |
| 2015-05-01 | 31.2491267667800 |
| 2015-06-01 | 31.3723187732840 |
| 2015-07-01 | 31.6380274691388 |
| 2015-08-01 | 31.7893544481202 |
| 2015-09-01 | 31.7814877303340 |
| 2015-10-01 | 31.8119463604441 |
| 2015-11-01 | 31.7315426031617 |
| 2015-12-01 | 31.6868679771764 |
| 2016-01-01 | 32.1173986228151 |
| 2016-02-01 | 31.9539954952707 |
| 2016-03-01 | 31.9610935655556 |
| 2016-04-01 | 31.8751279950573 |
| 2016-05-01 | 31.8744841814548 |
| 2016-06-01 | 31.7395806237552 |
| 2016-07-01 | 31.7938635633855 |
| 2016-08-01 | 31.7561702274836 |
| 2016-09-01 | 31.7694363287197 |
| 2016-10-01 | 31.8821643613202 |
| 2016-11-01 | 31.8911060300033 |
| 2016-12-01 | 32.0679419435985 |
| 2017-01-01 | 32.4059930397863 |
| 2017-02-01 | 32.1288021620884 |
| 2017-03-01 | 32.1729403869697 |
| 2017-04-01 | 32.3227286607544 |
| 2017-05-01 | 32.4048914921980 |
| 2017-06-01 | 32.3823936152811 |
| 2017-07-01 | 32.4477722180999 |
| 2017-08-01 | 32.4239784580979 |
| 2017-09-01 | 32.5607517407675 |
| 2017-10-01 | 32.5526507112749 |
| 2017-11-01 | 32.5284269829593 |
| 2017-12-01 | 32.6469363038518 |
| 2018-01-01 | 32.6932383300230 |
| 2018-02-01 | 32.7147079514373 |
| 2018-03-01 | 32.6958496797431 |
| 2018-04-01 | 32.9808847776406 |
| 2018-05-01 | 33.0335050508542 |
| 2018-06-01 | 33.1239988740030 |
| 2018-07-01 | 33.0943867811438 |
| 2018-08-01 | 33.0840386075748 |
| 2018-09-01 | 32.8507034137347 |
| 2018-10-01 | 32.9237577260544 |
| 2018-11-01 | 32.9468114408193 |
| 2018-12-01 | 33.0457094629601 |
| 2019-01-01 | 32.8875035354301 |
| 2019-02-01 | 32.8022088985117 |
| 2019-03-01 | 32.9013682111682 |
| 2019-04-01 | 32.9832557065185 |
| 2019-05-01 | 32.9708570132234 |
| 2019-06-01 | 33.0447422015602 |
| 2019-07-01 | 32.9147286441918 |
| 2019-08-01 | 32.9091408421514 |
| 2019-09-01 | 32.9351053276879 |
| 2019-10-01 | 33.0085561131923 |
| 2019-11-01 | 32.9691715652536 |
| 2019-12-01 | 32.8419414263652 |
| 2020-01-01 | 32.8815281097863 |
| 2020-02-01 | 32.8906463279905 |
| 2020-03-01 | 32.7795979988666 |
| 2020-04-01 | 30.4742005750709 |
| 2020-05-01 | 29.6014419088047 |
| 2020-06-01 | 30.0776408548386 |
| 2020-07-01 | 30.5502420898246 |
| 2020-08-01 | 30.7475604801462 |
| 2020-09-01 | 30.9311839895511 |
| 2020-10-01 | 31.2278648665604 |
| 2020-11-01 | 31.0593627382657 |
| 2020-12-01 | 31.0729135282037 |
| 2021-01-01 | 31.0640023000005 |
| 2021-02-01 | 31.1040195055512 |
| 2021-03-01 | 31.0501290730514 |
| 2021-04-01 | 31.2137371322905 |
| 2021-05-01 | 31.1198166634136 |
| 2021-06-01 | 30.9347305299547 |
| 2021-07-01 | 31.1880927925566 |
| 2021-08-01 | 31.0697925179299 |
| 2021-09-01 | 30.9163463365622 |
| 2021-10-01 | 31.0351970361733 |
| 2021-11-01 | 31.0355641691441 |
| 2021-12-01 | 30.8833455809468 |
| 2022-01-01 | 30.8463164622150 |
| 2022-02-01 | 30.9015188739376 |
| 2022-03-01 | 30.8016716161886 |
| 2022-04-01 | 30.3832981664416 |
| 2022-05-01 | 30.6147209430312 |
| 2022-06-01 | 30.5372409827261 |
| 2022-07-01 | 30.6629080346030 |
| 2022-08-01 | 30.6575984140242 |
| 2022-09-01 | 30.8112996253817 |
| 2022-10-01 | 30.7594594076926 |
| 2022-11-01 | 30.7465788161310 |
| 2022-12-01 | 30.7891617313317 |
| 2023-01-01 | 30.7221331406435 |
| 2023-02-01 | 30.7172412714739 |
| 2023-03-01 | 30.8585474812160 |
| 2023-04-01 | 30.7254313290086 |
| 2023-05-01 | 31.0036484922283 |
| 2023-06-01 | 31.2551596100068 |
| 2023-07-01 | 30.8539199473073 |
| 2023-08-01 | 30.9575096425315 |
| 2023-09-01 | 31.0036708785875 |
| 2023-10-01 | 30.9830238028558 |
| 2023-11-01 | 31.0670216692970 |
| 2023-12-01 | 31.0780339581389 |
| 2024-01-01 | 31.2999791221343 |
| 2024-02-01 | 31.4409544070250 |
| 2024-03-01 | 31.6256006963403 |
| 2024-04-01 | 31.4533221824439 |
| 2024-05-01 | 31.3761706943940 |
| 2024-06-01 | 31.4340487810254 |
| 2024-07-01 | 31.3460867852685 |
| 2024-08-01 | 31.4604265673388 |
| 2024-09-01 | 31.5007406756403 |
| 2024-10-01 | 31.7021758285379 |
| 2024-11-01 | 31.7852629034483 |
| 2024-12-01 | 31.8670266635906 |
| 2025-01-01 | 31.9762466390211 |
| 2025-02-01 | 32.0640401625830 |
| 2025-03-01 | 32.1131046938855 |
| 2025-04-01 | 32.1656134122321 |
| 2025-05-01 | 32.1614182320843 |
| 2025-06-01 | 32.1246190553148 |
| 2025-07-01 | 32.3642667573945 |
| 2025-08-01 | 32.4799508929203 |
| 2025-09-01 | 32.1952926337357 |
| 2025-10-01 | 32.0137317023913 |
| 2025-11-01 | 31.7151079395239 |
| 2025-12-01 | 32.0580186663746 |
| 2026-01-01 | 32.0617012884643 |
| 2026-02-01 | 31.7004645645718 |
| 2026-03-01 | 31.6358464762779 |
| 2026-04-01 | 31.8764440384102 |
| 2026-05-01 | 32.2509329329436 |
| 2026-06-01 | 33.3425642393656 |
| 2026-07-01 | 33.2699408290283 |